Title :
Improving fixed-point implementation of QR decomposition by rounding-to-nearest
Author :
Munoz, Sergio D. ; Hormigo, Javier
Author_Institution :
Dept. Comput. Archit., Univ. de Malaga, Malaga, Spain
Abstract :
QR decomposition is a key operation in many current communication systems. This paper shows how to reduce the area of a fixed-point QR decomposition implementation based on Givens rotations by using a new number representation system. This new representation allows performing round-to-nearest at the same cost of truncation. Consequently, the rounding errors of the results are halved, which allows it to reduce the word-length by one bit. This reduction positively impacts on the area, delay and power consumption of the design.
Keywords :
fixed point arithmetic; matrix decomposition; QR decomposition; fixed point implementation; power consumption; rounding-to-nearest function; truncation cost; Computer architecture; Consumer electronics; Delays; Field programmable gate arrays; Hardware; Matrix decomposition; Watermarking; CORDIC; Consumer communication; MIMO; QRD; adaptive filters; fixed-point optimization; watermarking;
Conference_Titel :
Consumer Electronics (ISCE), 2015 IEEE International Symposium on
Conference_Location :
Madrid
DOI :
10.1109/ISCE.2015.7177822